Your Prospect List Is a Filtered Spreadsheet. There's a Better Way.

Your Prospect List Is a Filtered Spreadsheet. There's a Better Way.

‍Today, we're opening up Lilian for anyone to try.

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Visit trylilian.vectoragents.ai and see what prospect discovery looks like when it's built on 200+ signals — not a filtered database.

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Here's what that actually means.

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The Problem With Every Prospect List Right Now

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Most sales teams build prospect lists the same way.

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They open a database. They filter by job title. They add company size. They narrow by industry and geography. Maybe they layer in a few extra signals — hiring activity, recent funding, M&A announcements — if they're being thorough.

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Then they export the list and start reaching out.

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The problem isn't the process. It's that every other sales team is running the same process, on the same databases, with the same filters.

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Which means you're all chasing the same people. At the same time. With roughly the same message.

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The result is predictable: reply rates drop, prospects get fatigued, and your outbound starts to feel like noise even when your product is genuinely relevant.

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The issue isn't the outreach. It's the list. And the list is only as good as the signals underneath it.

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What 200+ Signals Actually Changes

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Lilian doesn't query a static database. She triangulates.

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Where a standard prospecting tool might look at three or four dimensions — title, company, size, industry — Lilian pulls from a far wider surface: activity patterns, interests, trade data, technology stacks, hiring behaviour, lifestyle signals, and other publicly available indicators across 200+ data points.

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This matters for two reasons.

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First, the leads are different. When you're drawing from richer context, you surface prospects that don't appear on everyone else's list. Not because they're hidden — because they haven't been matched against signals that most tools don't track.

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Second, you know why they appeared. This is the part that changes how you reach out.

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Lilian doesn't just surface a name and a company. She shows you the signal and source behind the result — why that person showed up in your search, what specifically triggered the match. So when you write your outreach, you're not writing to a job title. You're writing to a context.

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That's the difference between a message that lands and one that gets archived.

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Timing and Context Beat Job Title Every Time

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The best-performing outbound isn't sent to the most people. It's sent to the right people at the right moment.

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Job title tells you what someone does. Signals tell you what they're doing right now — what they're hiring for, what tools they're evaluating, what markets they're entering, what problems they're visibly trying to solve.

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A VP of Sales is always a VP of Sales. But a VP of Sales who just posted about scaling their outbound team, whose company just raised a Series B, and whose current tech stack doesn't include an AI SDR — that's a different conversation entirely.

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That context is what Lilian is built to find. And it's what makes the difference between a generic list and a powerful one.

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What You Can Explore Today

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We're opening this up so people can see what's possible.

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At [trylilian.vectoragents.ai](https://trylilian.vectoragents.ai), you can run searches using the kind of richer criteria that standard prospecting tools don't support — and see the signal layer behind every result.

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You don't need to commit to anything. The point is to explore what changes when your prospect discovery is built on context, not just columns.

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If the lists you're currently building feel like everyone else's lists — this is worth ten minutes of your time.

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The Bottom Line

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Most prospect lists are filtered spreadsheets.

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They're useful. But they're also identical to the list your competitor built this morning, from the same database, with the same filters.

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Lilian was built to change that. Not by finding a better database, but by drawing on a wider signal set — and by being transparent about why each prospect matched, so the intelligence carries through to the outreach.

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Today, that's open to explore.

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Your team should be closing,
not grinding.

Book a demo →

Ammar Ahamed

Head of Growth

Ammar is the Head of Growth of Vector Agents and leads marketing, sales and customer success.

Your team should be closing, not grinding.

Book a demo →
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